{"id":"W2128053953","doi":"10.1109/icc.2005.1494558","title":"A hybrid overlay network for video-on-demand","year":2005,"lang":"en","type":"article","venue":"","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Gossip; Gossip protocol; Overlay network; Joins; Computer network; Overlay; Distributed computing; Network topology; Bandwidth (computing); Tree (set theory); On demand; The Internet; Scalability; Multimedia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003434015,0.0001746529,0.0001915353,0.00009384281,0.0001343631,0.0001549825,0.001407003,0.00004941639,0.00001817248],"category_scores_gemma":[0.0000968543,0.0001477395,0.00008352984,0.0003262975,0.00002924898,0.0002749397,0.0004177076,0.0001127539,0.0003182958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006145683,"about_ca_system_score_gemma":0.000030721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004533584,"about_ca_topic_score_gemma":0.00002153738,"domain_scores_codex":[0.9984414,0.00001590661,0.0002088501,0.0005052735,0.0002338921,0.000594662],"domain_scores_gemma":[0.9986343,0.000256924,0.00005146276,0.0008971117,0.00005600285,0.0001041461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009885998,0.0000274002,0.00007727234,0.000002455856,0.0000126932,0.000005041883,0.00002422539,0.01422193,0.00003907662,0.1393925,0.7452551,0.1009325],"study_design_scores_gemma":[0.0003693063,0.0002645185,0.000393632,0.00002330751,0.000004073198,0.00001852788,0.000002996302,0.1317952,0.004244808,0.03532816,0.827236,0.0003194879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007753784,0.0001481931,0.9601102,0.01948255,0.0004494399,0.0004475024,0.000003397276,0.001607927,0.009996968],"genre_scores_gemma":[0.3560994,0.000006698575,0.6294875,0.01075328,0.0006258601,0.0001208324,0.000001479042,0.00001643354,0.002888563],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3483456,"threshold_uncertainty_score":0.6024642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402328999285121,"score_gpt":0.2481333331759999,"score_spread":0.2341100431831487,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}